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Smart Agriculture Automation Using Advanced Technologies

Data Analytics and Machine Learning, Cloud Architecture, Automation and IoT

Specificaties
Paperback, blz. | Engels
Springer Nature Singapore | e druk, 2022
ISBN13: 9789811661266
Rubricering
Springer Nature Singapore e druk, 2022 9789811661266
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

This book addresses the challenges for developing and emerging trends in Internet-of-Things (IoT) for smart agriculture platforms. It also describes data analytics & machine learning, cloud architecture, automation & robotics and aims to overcome existing barriers for smart agriculture with commercial viability. It discusses IoT-based monitoring systems for analyzing the crop environment, and methods for improving the efficiency of decision-making based on the analysis of harvest statistics. The book explores a range of applications including intelligent field monitoring, intelligent data processing and sensor technologies, predictive analysis systems, crop monitoring, and weather data-enabled analysis in IoT agro-systems. This volume will be helpful for engineering and technology experts and researchers, as well as for policy-makers.

Specificaties

ISBN13:9789811661266
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Nature Singapore

Inhoudsopgave

<div>​IoT Foundations and Its Application.-&nbsp;Secure and Smart Internet of Things (IoT).- Machine Learning and IoT in Agriculture.- IoT-Enabled Agricultural System Applications, Challenges and Security Issue.- Blockchain In Agriculture – Improving Agricultural Techniques.- IoT and agriculture data analysis for smart farm.- Precision Farming and its applications.- Agricultural Drones vs Inter net of Things.- Automation in agriculture using artificial intelligence.- Computer Vision and Pattern Recognition for Smart Agriculture.</div>

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        Smart Agriculture Automation Using Advanced Technologies